| Guided Stream of Search: Learning to Better Search with Language Models via Optimal Path Guidance | Oct 3, 2024 | Mathematical Reasoning | CodeCode Available | 0 |
| LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning | Oct 3, 2024 | Efficient ExplorationMathematical Problem-Solving | CodeCode Available | 5 |
| GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning | Oct 3, 2024 | Code GenerationIn-Context Learning | —Unverified | 0 |
| CodePMP: Scalable Preference Model Pretraining for Large Language Model Reasoning | Oct 3, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| Evaluating Robustness of Reward Models for Mathematical Reasoning | Oct 2, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data | Oct 2, 2024 | Arithmetic ReasoningLarge Language Model | CodeCode Available | 4 |
| Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models | Oct 2, 2024 | Cross-Lingual TransferMath | —Unverified | 0 |
| Scheherazade: Evaluating Chain-of-Thought Math Reasoning in LLMs with Chain-of-Problems | Sep 30, 2024 | GSM8KMath | CodeCode Available | 0 |
| INC-Math: Integrating Natural Language and Code for Enhanced Mathematical Reasoning in Large Language Models | Sep 28, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| Revisiting the Superficial Alignment Hypothesis | Sep 27, 2024 | Instruction FollowingMath | —Unverified | 0 |
| HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models | Sep 27, 2024 | Code GenerationMathematical Reasoning | —Unverified | 0 |
| Evaluation of OpenAI o1: Opportunities and Challenges of AGI | Sep 27, 2024 | Emotion RecognitionLarge Language Model | —Unverified | 0 |
| PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization | Sep 25, 2024 | 8kDomain Adaptation | CodeCode Available | 1 |
| LLaMa-SciQ: An Educational Chatbot for Answering Science MCQ | Sep 25, 2024 | ChatbotGSM8K | —Unverified | 0 |
| ControlMath: Controllable Data Generation Promotes Math Generalist Models | Sep 20, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning | Sep 19, 2024 | FormInstruction Following | CodeCode Available | 1 |
| InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning | Sep 19, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement | Sep 18, 2024 | GSM8KMath | —Unverified | 0 |
| RoMath: A Mathematical Reasoning Benchmark in Romanian | Sep 17, 2024 | Mathematical Reasoning | CodeCode Available | 0 |
| Causal Inference with Large Language Model: A Survey | Sep 15, 2024 | Causal InferenceLanguage Modeling | —Unverified | 0 |
| CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks | Sep 13, 2024 | ARCCode Generation | —Unverified | 0 |
| Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding | Sep 13, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model | Sep 10, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Mathematical Formalized Problem Solving and Theorem Proving in Different Fields in Lean 4 | Sep 9, 2024 | Abstract AlgebraAutomated Theorem Proving | CodeCode Available | 0 |
| Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver | Sep 6, 2024 | Geometry Problem SolvingMathematical Reasoning | CodeCode Available | 1 |
